def log_auc()

in sagemaker_notebook_instance/containers/model/entry_point.py [0:0]

• 5 lines of code
• 1 McCabe index (conditional complexity)

def log_auc(clf, X, y, log_prefix):
    y_pred_proba = clf.predict_proba(X)
    auc = roc_auc_score(y, y_pred_proba[:, 1])
    log = '{}_auc: {:.5f}'
    print(log.format(log_prefix, auc))